


2027 2nd International Conference on Neural Networks and Intelligent Optimization(BNNIO 2027) will be held in Sanya, China, from February 26-28. BNNIO 2027 aims to bring together leading scholars, researchers, and industry experts from the fields of bio-neuroscience, artificial intelligence, computer science, and intelligent optimization to collectively explore the latest research advancements, cutting-edge theories, and application breakthroughs in bio-neural networks and intelligent optimization technologies. The conference will cover fundamental scientific issues such as the dynamical mechanisms of biological neural networks, neural plasticity, and biological intelligence models, as well as theoretical innovations and practical applications in intelligent optimisation algorithms, intelligent decision-making, and brain-inspired computing. BNNIO 2027 will promote interdisciplinary exchange, drive the deep integration of brain-inspired intelligence and intelligent optimisation technologies, and support the development of future artificial intelligence and industrial upgrading. To ensure the academic quality of this conference and attract more original high-quality academic papers, we are now soliciting submissions. We warmly invite educators, researchers, and students engaged in research related to biological neural networks and intelligent optimization to actively submit their papers.
Full Paper Submission Date: December 18, 2026
Registration Deadline: January 2, 2027
Final Paper Submission Date: February 2, 2027
Conference Dates:February 26-28, 2027
The topics of interest for submission include, but are not limited to:
📚︎Deep Learning and Neural Networks
Deep Neural Networks; Network Optimization and Regularization; Representation Learning and Feature Extraction; Neural Network Interpretability; Neural Network Visualization Methods
📚︎Convolutional Neural Networks and Generative Models
Convolutional Neural Networks; Generative Adversarial Networks; Variational Autoencoders; Diffusion Models and Generative Artificial Intelligence; Image Synthesis and Data Augmentation
📚︎Recurrent Neural Networks and Network Architectures
Recurrent Neural Networks; Long Short-Term Memory Networks; Neural Architecture Search; Neural Network Topology Design; Graph Neural Networks
📚︎Neural-Symbolic Hybrid Models
Neural-Symbolic Reasoning and Integration; Knowledge Graph Embedding and Reasoning; Integration of Symbolic Logic and Neural Networks; Hybrid Intelligent Systems; Explainable Artificial Intelligence
📚︎Interdisciplinary Applications and Research
Healthcare and Medical Data Analytics; Financial Market Analysis and Trading Strategies; Energy System Optimization and Forecasting; Natural Language Processing and Text Generation; Scientific Computing and Engineering Applications
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All accepted full papers will be published in the conference proceedings and will be submitted to EI Compendex / Scopus for indexing.
Note: All submitted articles should report original research results, experimental or theoretical, not previously published or under consideration for publication elsewhere. Articles submitted to the conference should meet these criteria. We firmly believe that ethical conduct is the most essential virtue of academics. Hence, any act of plagiarism or other misconduct is totally unacceptable and cannot be tolerated.

Conference Secretary: Hanna
Tel: +86-17702011286 (WeChat)
E-Mail: icbnnio@163.com

If you have any questions or inquiries, please feel free to contact us.